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Towards the Discovery of Object-Aware Processes

Breitmayer, Marius and Reichert, Manfred (2020) Towards the Discovery of Object-Aware Processes. In: 12th Central European Workshop on Services and their Composition (ZEUS 2020), February 20-21, 2020, Potsdam, Germany.

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Official URL: http://ceur-ws.org/Vol-2575/

Abstract

There has been a huge body of research in order to reduce manual efforts in creating executable process models through the automated discovery of process models from the event logs created by information systems. Regarding activity-centric processes, such event logs comprise case ids and events related to the execution of process activities. However, there exist alternative process management paradigms, such as object-aware processes, for which existing algorithms fail to discover a sound model. These algorithms do not treat data as first-class citizens, but solely rely on the information from event logs. In consequence, existing discovery algorithms are insufficient for discovering object-aware processes. To address this issue, discovery algorithms need to consider additional data sources (e.g., existing forms). This paper discusses the need for dedicated discovery techniques in object-aware processes.

Item Type:Conference or Workshop Item (Paper)
Subjects:DBIS Research > Publications
ID Code:1868
Deposited By: M.Sc. Marius Breitmayer
BibTex Export:BibTeX
Deposited On:30 Apr 2020 20:03
Last Modified:30 Apr 2020 20:03

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